Triple
T1762004
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Windows 10 |
E38676
|
entity |
| Predicate | majorUpdate |
P31455
|
FINISHED |
| Object |
November 2021 Update (21H2)
November 2021 Update (21H2) is a feature update for Windows 10 that delivered incremental improvements to security, management, and overall system reliability.
|
E195489
|
NE FINISHED |
How this triple was built (4 steps)
Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.
NER
Named-entity recognition
gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: November 2021 Update (21H2) | Statement: [Windows 10, majorUpdate, November 2021 Update (21H2)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: November 2021 Update (21H2) Context triple: [Windows 10, majorUpdate, November 2021 Update (21H2)]
-
A.
Windows 11
Windows 11 is Microsoft’s modern desktop operating system featuring a redesigned interface, enhanced productivity tools, and deep integration with the company’s cloud and security services.
-
B.
TB12
TB12 is the widely used nickname and personal brand of legendary NFL quarterback Tom Brady, often associated with his jersey number and fitness/lifestyle company.
-
C.
Office Insider
Office Insider is a Microsoft program that lets users test and provide feedback on pre-release features and updates for Microsoft Office applications.
-
D.
Windows Update for Business
Windows Update for Business is a Microsoft service that enables organizations to centrally manage and control how and when Windows devices receive updates and feature upgrades.
-
E.
Windows Insider Program
The Windows Insider Program is a Microsoft initiative that lets users test and provide feedback on pre-release Windows builds before they are publicly released.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg
Description generation
gpt-5.1
Instruction
Generate a one-sentence description of the target entity. You are given a context triple in the form (subject, predicate, object), where the object is the target entity. # Instructions Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. Avoid repeating the information from the triple, unless really essential. # Response Format Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: November 2021 Update (21H2) Triple: [Windows 10, majorUpdate, November 2021 Update (21H2)]
Generated description
November 2021 Update (21H2) is a feature update for Windows 10 that delivered incremental improvements to security, management, and overall system reliability.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: November 2021 Update (21H2) Target entity description: November 2021 Update (21H2) is a feature update for Windows 10 that delivered incremental improvements to security, management, and overall system reliability.
-
A.
Windows 11
Windows 11 is Microsoft’s modern desktop operating system featuring a redesigned interface, enhanced productivity tools, and deep integration with the company’s cloud and security services.
-
B.
TB12
TB12 is the widely used nickname and personal brand of legendary NFL quarterback Tom Brady, often associated with his jersey number and fitness/lifestyle company.
-
C.
Office Insider
Office Insider is a Microsoft program that lets users test and provide feedback on pre-release features and updates for Microsoft Office applications.
-
D.
Windows Update for Business
Windows Update for Business is a Microsoft service that enables organizations to centrally manage and control how and when Windows devices receive updates and feature upgrades.
-
E.
Windows Insider Program
The Windows Insider Program is a Microsoft initiative that lets users test and provide feedback on pre-release Windows builds before they are publicly released.
- F. None of above. chosen
Provenance (5 batches)
The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.
| Step | Stage | Batch ID | Status | When |
|---|---|---|---|---|
| creating | Elicitation | batch_69a8862d562481908d7025a1c1f67c0d |
completed | March 4, 2026, 7:21 p.m. |
| NER | Named-entity recognition | batch_69abaffd9b68819084f6c4d5e1aace1e |
completed | March 7, 2026, 4:56 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ada0eef69c8190a4d5c8fdaa02603a |
completed | March 8, 2026, 4:16 p.m. |
| NEDg | Description generation | batch_69ada207c50881909729bf565c2af9dd |
completed | March 8, 2026, 4:21 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ada2c607fc819089d276ae9eca82a4 |
completed | March 8, 2026, 4:24 p.m. |
Created at: March 4, 2026, 7:31 p.m.